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Qwen2 7B Instruct 4bit by zhoukz

 »  All LLMs  »  zhoukz  »  Qwen2 7B Instruct 4bit   URL Share it on

  10   
  Arxiv:1910.09700   4-bit   4bit   Autotrain compatible   Bitsandbytes   Conversational   Endpoints compatible   Instruct   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/zhoukz/qwen2-7b-instruct-4bit 

Qwen2 7B Instruct 4bit Benchmarks

LLME Score: 0.19004
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 7B Instruct 4bit (zhoukz/qwen2-7b-instruct-4bit)

Qwen2 7B Instruct 4bit Parameters and Internals

LLM NameQwen2 7B Instruct 4bit
Repository 🤗https://huggingface.co/zhoukz/qwen2-7b-instruct-4bit 
Base Model(s)  Qwen2 7B Instruct Nf4   fubuki9/Qwen2-7B-Instruct-nf4
Model Size7b
Required VRAM5.6 GB
Updated2025-03-12
Maintainerzhoukz
Model Typeqwen2
Instruction-BasedYes
Model Files  4.5 GB: 1-of-2   1.1 GB: 2-of-2
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Mini QwQ32K / 15.2 GB391
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SphinX32K / 15.2 GB321
Note: green Score (e.g. "73.2") means that the model is better than zhoukz/qwen2-7b-instruct-4bit.

Rank the Qwen2 7B Instruct 4bit Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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